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Author

Ali Salem Ali Bin Sama

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Open access Sep 2026

Efficient Deep Learning for Accurate Vehicle Classification in Urban Computing

The rapid growth of urbanization has increased the need for reliable and automated vehicle classification systems to support intelligent transportation and urban computing applications. This study presents a comparative deep learning framework for classifying vehicle images into four categories: bicycle, bike, car, and...

Rana Muhammad Amir Latif, A. Ikram, Ali Salem Ali Bin Sama et al. · 0 citations
Open access Oct 2026

Enhancing GRU With Long-Short Attention: A Case Study of Saudi Stock Market Prediction

Predicting stock market movements accurately is a challenging task due to the inherent complexity and volatility of financial markets. In recent years, deep learning techniques, particularly the Gated Recurrent Unit (GRU), have shown promising results in financial time series prediction. However, capturing the most rel...

Hussein Samma, Q. Hamad, Ali Salem Ali Bin Sama et al. · 0 citations

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